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				@@ -141,26 +141,29 @@ public class FestivalRecallScore extends AbstractScorer4Recall { 
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				             return new ArrayList<>(); 
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				         } 
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				         List<Pair<Long, Double>> result = new ArrayList<>(); 
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				+        LocalDateTime now = LocalDateTime.now(); 
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				         for (Map.Entry<String, List<String>> entry : FESTIVAL_TIME_MAP.entrySet()) { 
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				             String festival = entry.getKey(); 
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				             List<String> timeRangeList = entry.getValue(); 
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				-            if (isFestivalTime(timeRangeList)) { 
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				+            if (isFestivalTime(now, timeRangeList)) { 
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				                 List<Pair<Long, Double>> festivalLists = model.kv.getOrDefault(festival, new ArrayList<>()); 
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				                 if (festivalLists.isEmpty()) { 
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				                     continue; 
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				                 } 
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				+                festivalLists = festivalLists.subList(0, Math.min(100, festivalLists.size())); 
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				                 result.addAll(festivalLists); 
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				             } 
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				         } 
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				         // 固定获取常规祝福类的小程序 
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				         List<Pair<Long, Double>> festivalLists = model.kv.getOrDefault("祝福", new ArrayList<>()); 
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				         if (!festivalLists.isEmpty()) { 
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				+            festivalLists = festivalLists.subList(0, Math.min(100, festivalLists.size())); 
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				             result.addAll(festivalLists); 
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				         } 
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				-        return result.subList(0, Math.min(100, result.size())); 
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				+        return result; 
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				     } 
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				-    public boolean isFestivalTime(List<String> timeRangeList) { 
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				+    public boolean isFestivalTime(LocalDateTime now, List<String> timeRangeList) { 
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				         if (timeRangeList == null || timeRangeList.isEmpty()) { 
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				             return false; 
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				         } 
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				@@ -175,8 +178,6 @@ public class FestivalRecallScore extends AbstractScorer4Recall { 
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				                 } 
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				                 String startTime = split[0]; 
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				                 String endTime = split[1]; 
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				-                // 获取当前时间 
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				-                LocalDateTime now = LocalDateTime.now(); 
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				                 // 获取当前时间的小时和分钟 
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				                 int hour = now.getHour(); 
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				                 int minute = now.getMinute(); 
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				@@ -214,8 +215,6 @@ public class FestivalRecallScore extends AbstractScorer4Recall { 
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				             } 
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				             String startTime = split[0]; 
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				             String endTime = split[1]; 
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				-            // 获取当前时间 
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				-            LocalDateTime now = LocalDateTime.now(); 
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				             // 解析 startTime endTime 
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				             DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm"); 
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				             LocalDateTime startLocalDateTime = LocalDateTime.parse(startTime, dateTimeFormatter); 
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